Math 6040/7260 - Linear Models - Spring 2023

Syllabus

Course Topics

The term “linear models” describes a wide class of methods for the statistical analysis of multivariate data. The underlying theory is grounded in linear algebra and multivariate statistics, but applications range from biological research to public policy. The objective of this course is to provide a solid introduction to both the theory and practice of linear models, combining mathematical concepts with realistic examples.

Lecture and Practicals

Mon/Wed/Fri 9:00am - 9:50am @ Gibson Hall 126 and Zoom https://tulane.zoom.us/j/91380486474

Instructor

Dr. Xiang Ji
Office: Gibson 401D
Email: xji4@tulane.edu
Office hours: by appointment.

Textbooks

We mainly follow the book

• “Applied Regression Analysis and Generalized Linear Models” 2nd. Edition by John Fox

with supplements of

• “A Primer on Linear Models” by John Monahan
• “Statistical Research Methods in the Life Sciences” by P.V. Rao.

Course Webpage

https://tulane-math-7260-2023.github.io/

ADA/Accessibility Statement

Any students with disabilities or other needs, who need special accommodations in this course, are invited to share these concerns or requests with the instructor and should contact Goldman Center for Student Accessibility: http://accessibility.tulane.edu (Links to an external site.)or 504.862.8433.

Code of Academic Conduct

The Code of Academic Conduct applies to all undergraduate students, full-time and part-time, in Tulane University. Tulane University expects and requires behavior compatible with its high standards of scholarship. By accepting admission to the university, a student accepts its regulations (i.e., Code of Academic Conduct (Links to an external site.) and Code of Student Conduct (Links to an external site.)) and acknowledges the right of the university to take disciplinary action, including suspension or expulsion, for conduct judged unsatisfactory or disruptive.

Title IX

Tulane University recognizes the inherent dignity of all individuals and promotes respect for all people. As such, Tulane is committed to providing an environment free of all forms of discrimination including sexual and gender-based discrimination, harassment, and violence like sexual assault, intimate partner violence, and stalking. If you (or someone you know) has experienced or is experiencing these types of behaviors, know that you are not alone. Resources and support are available: you can learn more at allin.tulane.edu. Any and all of your communications on these matters will be treated as either “Confidential” or “Private” as explained in the chart below. Please know that if you choose to confide in me I am mandated by the university to report to the Title IX Coordinator, as Tulane and I want to be sure you are connected with all the support the university can offer. You do not need to respond to outreach from the university if you do not want. You can also make a report yourself, including an anonymous report, through the form at tulane.edu/concerns.